e9c5be365179c1ffe32c0dfb7c8dc3d589a07b04,skmultiflow/classification/lazy/knn_adwin.py,KNNAdwin,partial_fit,#KNNAdwin#Any#Any#Any#,16
Before Change
def partial_fit (self, X, y, classes=None) :
r, c = 1 , 1
if isinstance (X, type([]) ):
if isinstance (X[0 ], type([]) ):
r, c = len(X), len(X[0 ])
else :
c = len(X)
elif isinstance (X, type(np.array([0 ]) )):
if hasattr (X, "shape" ) :
r, c = X.shape
elif hasattr (X, "size" ) :
r, c = 1 , X.size
if self.window is None:
self.window = InstanceWindow(max_size=self.max_window_size)
for i in range (r) :
After Change
def partial_fit (self, X, y, classes=None) :
r, c = get_dimensions(X)
if self.window is None:
self.window = InstanceWindow(max_size=self.max_window_size)
for i in range (r) :
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 29
Instances Project Name: scikit-multiflow/scikit-multiflow
Commit Name: e9c5be365179c1ffe32c0dfb7c8dc3d589a07b04
Time: 2017-07-20
Author: guilhermekmatsumoto@gmail.com
File Name: skmultiflow/classification/lazy/knn_adwin.py
Class Name: KNNAdwin
Method Name: partial_fit
Project Name: scikit-multiflow/scikit-multiflow
Commit Name: e9c5be365179c1ffe32c0dfb7c8dc3d589a07b04
Time: 2017-07-20
Author: guilhermekmatsumoto@gmail.com
File Name: skmultiflow/classification/lazy/knn.py
Class Name: KNN
Method Name: fit
Project Name: scikit-multiflow/scikit-multiflow
Commit Name: e9c5be365179c1ffe32c0dfb7c8dc3d589a07b04
Time: 2017-07-20
Author: guilhermekmatsumoto@gmail.com
File Name: skmultiflow/classification/lazy/knn_adwin.py
Class Name: KNNAdwin
Method Name: partial_fit
Project Name: scikit-multiflow/scikit-multiflow
Commit Name: e9c5be365179c1ffe32c0dfb7c8dc3d589a07b04
Time: 2017-07-20
Author: guilhermekmatsumoto@gmail.com
File Name: skmultiflow/classification/lazy/knn.py
Class Name: KNN
Method Name: predict